Abstract
We review recent developments in space mapping techniques for optimization and modeling of microwave devices. We present a general formulation of space mapping optimization algorithms as well as the standard and enhanced space mapping modeling methodologies. Application examples of optimization and modeling of microwave structures with the time-domain electromagnetic simulator MEFiSTo as a fine model evaluator are provided.
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References
Bandler J.W., Biernacki R.M., Chen S.H., Grobelny P.A., Hemmers R.H. (1994) Space mapping technique for electromagnetic optimization. IEEE Trans. Microwave Theory Tech. 42: 536–544
Bandler J.W., Cheng Q.S., Nikolova N.K., Ismail M.A. (2004) Implicit space mapping optimization exploiting preassigned parameters. IEEE Trans. Microwave Theory Tech. 52: 378–385
Bandler J.W., Cheng Q.S., Gebre-Mariam D.H., Madsen K., Pedersen F., S⊝ndergaard J. (2003) EM-based surrogate modeling and design exploiting implicit, frequency and output space mappings. IEEE MTT-S IMS Digest. 1003–1006
Bandler J.W., Cheng Q.S., Dakroury S.A., Mohamed A.S., Bakr M.H., Madsen K., S⊝ndergaard J. (2004) Space mapping: the state of the art. IEEE Trans. Microwave Theory Tech. 52: 337–361
Echeverria D., Hemker P.W. (2005) Space mapping and defect correction. CMAM The International Mathematical J. Comput. Methods Appl. Math. 5: 107–136
Alexandrov N.M., Lewis R.M. (2001) An overview of first-order model management for engineering optimization. Optimization Eng. 2: 413–430
Booker A.J., Dennis J.E., Frank P.D., Serafini D.B., Torczon V., Trosset M.W. (1999) A rigorous framework for optimization of expensive functions by surrogates. Structural Optimization. 17: 1–13
Dennis J.E., Torczon V. (1997) Managing approximation models in optimization. Multidisciplinary Design Optimization, N.M. Alexandrov and M.Y. Hussaini, eds., SIAM: Philadelphia, USA, 330–374
Leary S.J., Bhaskar A., Keane A.J. (2003) A knowledge-based approach to response surface modeling in multifidelity optimization. Global Optimization. 26: 297–319
Gano S.E., Renaud J.E., Sanders B. (2004) Variable fidelity optimization using a kriging based scaling function. Proc. 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conf., Albany, New York
Simpson T.W., Peplinski J., Koch P.N., Allen J.K. (2001) Metamodels for computer-based engineering design: survey and recommendations. Engineering with Computers. 17: 129–150
Queipo N.V., Haftka R.T., Shyy W., Goel T., Vaidynathan R., Tucker P.K. (2005) Surrogate based analysis and optimization. Progress in Aerospace Sciences. 41: 1–28
Ismail M.A., Smith D., Panariello A., Wang Y., Yu M. (2004) EM-based design of large-scale dielectric-resonator filters and multiplexers by space mapping. IEEE Trans. Microwave Theory Tech. 52: 386–392
Wu K.L., Zhao Y.J., Wang J., Cheng M.K.K. (2004) An effective dynamic coarse model for optimization design of LTCC RF circuits with aggressive space mapping. IEEE Trans. Microwave Theory Tech. 52: 393–402
Amari S., LeDrew C., Menzel W. (2006) Space-mapping optimization of planar coupled-resonator microwave filters. IEEE Trans. Microwave Theory Tech. 54: 2153–2159
Dorica M., Giannacopoulos D.D. (2006) Response surface space mapping for electromagnetic optimization. IEEE Trans. Magn. 42: 1123–1126
Leary S.J., Bhaskar A., Keane A.J. (2001) A constraint mapping approach to the structural optimization of an expensive model using surrogates. Optimization Eng. 2: 385–398
Redhe M., Nilsson L. (2002) Using space mapping and surrogate models to optimize vehicle crashworthiness design. 9th AIAA/ISSMO Multidisciplinary Analysis and Optimization Symp., Atlanta, GA, Sept. 2002, Paper AIAA-2002-5536
Choi H.S., Kim D.H., Park I.H., Hahn S.Y. (2001) A new design technique of magnetic systems using space mapping algorithm. IEEE Trans. Magn. 37: 3627–3630
Koziel S., Bandler J.W., Madsen K. (2006) A space mapping framework for engineering optimization: theory and implementation. IEEE Trans. Microwave Theory Tech. 54: 3721–3730
Bandler J.W., Georgieva N., Ismail M.A., Rayas-Sánchez J.E., Zhang Q.J. (2001) A generalized space mapping tableau approach to device modeling. IEEE Trans. Microwave Theory Tech. 49: 67–79
Koziel S., Bandler J.W., Mohamed A.S., Madsen K. (2005) Enhanced surrogate models for statistical design exploiting space mapping technology. IEEE MTT S IMS Digest, Long Beach, CA: 1609–1612
Cheng Q.S., Koziel S., Bandler J.W. (2006) Simplified space mapping approach to enhancement of microwave device models. Int. J. RF and Microwave Computer-Aided Eng. 16: 518–535
Rautio J.C. (2004) A space mapped model of thick, tightly coupled conductors for planar electromagnetic analysis. IEEE Microwave Magazine. 5: 62–72
Koziel S., Bandler J.W. (2006) Space-mapping-based modeling utilizing parameter extraction with variable weight coefficients and a data base. IEEE MTT-S Int. Microwave Symp. Dig., San Francisco, CA, 1763–1766
Koziel S., Bandler J.W., Madsen K. (2006) Theoretical justification of space-mapping-based modeling utilizing a data base and on-demand parameter extraction. IEEE Trans. Microwave Theory Tech. 54: 4316–4322
Koziel S., Bandler J.W. (2007) Microwave device modeling using space-mapping and radial basis functions. IEEE MTT-S Int. Microwave Symp. Dig., Honolulu, Hawaii. 799–802
Zhang L., Xu J.J., Yagoub M., Ding R.T., Zhang Q.J. (2003) Neuro-space mapping technique for nonlinear device modeling and large signal simulation. IEEE MTT-S Int. Microwave Symp. Dig., Philadelphia, PA, 173–176
Devabhaktuni V.K., Chattaraj B., Yagoub M.C.E., Zhang Q.J. (2003) Advanced microwave modeling framework exploiting automatic model generation, knowledge neural networks, and space mapping. IEEE Trans. Microwave Theory Tech. 51: 1822–1833
Rayas-Sánchez J.E. (2004) EM-based optimization of microwave circuits using artificial neural networks: the state-of-the-art. IEEE Trans. Microwave Theory Tech. 52: 420–435
Rayas-Sánchez J.E., Lara-Rojo F., Martinez-Guerrero E. (2005) A linear inverse space-mapping (LISM) algorithm to design linear and nonlinear RF and microwave circuits. IEEE Trans. Microwave Theory Tech. 53: 960–968
Zhang L., Xu J., Yagoub M.C.E., Ding R., Zhang Q.J. (2005) Efficient analytical formulation and sensitivity analysis of neuro-space mapping for nonlinear microwave device modeling. IEEE Trans. Microwave Theory Tech. 53: 2752–2767
Koziel S., Bandler J.W., Madsen K. (2005) Towards a rigorous formulation of the space mapping technique for engineering design. Proc. Int. Symp. Circuits, Syst., ISCAS, Kobe, Japan, 5605–5608
Madsen K., S⊝ndergaard J. (2004) Convergence of hybrid space mapping algorithms. Optimization Eng. 5: 145–156
MEFiSTo-3D Pro, version 4.0, Faustus Scientific Corporation, 1256 Beach Drive, Victoria, BC, V8S 2N3, Canada, 2006
Conn A.R., Gould N.I.M., Toint P.L. (2000) Trust Region Methods, MPS-SIAM Series on Optimization
Koziel S., Bandler J.W., Madsen K. (2006) Space-mapping based interpolation for engineering optimization. IEEE Trans. Microwave Theory and Tech. 54: 2410–2421
Bakr M.H., Bandler J.W., Georgieva N., Madsen K. (1999) A hybrid aggressive space mapping algorithm for EM optimization. IEEE Trans. Microwave Theory Tech. 47: 2440–2449
Matlab, ver. 7.1, The MathWorks Inc., Natick, MA, 2005
Powell M.J.D. (1987) Radial basis functions for multivariate interpolation: a review. In Algorithms for Approximation, J.C. Mason and M.G. Cox, Eds., Clarendon Press, Oxford
Buhmann M.D., Ablowitz M.J. (2003) Radial Basis Functions: Theory and Implementations. Cambridge University
Bakr M.H., So P.P.M., Hoefer W.J.R. (2002) The generation of optimal microwave topologies using time-domain field synthesis. IEEE Trans. Microwave Theory Tech. 50: 2537–2544
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Koziel, S., Bandler, J.W. (2008). Space Mapping Optimization and Modeling of Microwave Devices with MEFiSTo. In: Russer, P., Siart, U. (eds) Time Domain Methods in Electrodynamics. Springer Proceedings in Physics, vol 121. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68768-9_24
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DOI: https://doi.org/10.1007/978-3-540-68768-9_24
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-68766-5
Online ISBN: 978-3-540-68768-9
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